Piotr Lechowicz
Piotr Lechowicz received an M.Sc. degree in 2016 and a Ph.D. in Information and Communications Technology in 2019 from the Wrocław University of Science Technology in Poland. Currently, he is working as a postdoctoral fellow at the Optical Networks (ON) Unit at the Department of Electrical Engineering at Chalmers University of Technology. He has been an IEEE member since 2020. Piotr Lechowicz's interests focus on the modeling and optimization of optical networks, network automation, spectrally-spatially flexible optical networks, elastic optical networks, network fragmentation. Piotr Lechowicz is a co-author of 35 publications, including 10 articles from the JCR list and 25 papers presented at international conferences. He participated as a contractor in 6 projects financed by the Polish National Science Center and the Polish National Center for Research and Development. He reviewed more than 60 papers for scientific journals.
Showing 16 publications
Machine Learning Assisted Provisioning of Time-Varying Traffic in Translucent Optical Networks
XAI-Guided Optimization of a Multilayer Network Regression Model
Explainable Artificial Intelligence-Guided Optimization of ML-Based Traffic Prediction
Traffic weaver: Semi-synthetic time-varying traffic generator based on averaged time series
Adaptive Provisioning of Time-Varying Traffic in Translucent SDM Elastic Optical Networks
On the Trade-off between the Maximum Capacity and the Length of a Multicore Fiber Link
Application of Ensemble Regression Methods in Elastic Optical Network Optimization
Trade-Offs in Implementing Unsupervised Anomaly Detection with TAPI-Based Streaming Telemetry
PRODIGY plus : a robust progressive upgrade approach for elastic optical networks
Impact of Time-Varying Traffic Type on the Performance of Multilayer Networks
Impact of Geographical Constraints on the Performance of Intent-Based Networks
PRODIGY+: a robust progressive upgrade approach for elastic optical networks
TAPI-based Telemetry Streaming in Multi-Domain Optical Transport Network
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